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Big Data in Healthcare and Social Sciences: Bip4Cast as a CAD system

López, Victoria; Urgelés, Diego; Sánchez, Óscar; … - In: International Journal of Information Systems and Social … 8 (2017) 3, pp. 1-16

. In this article, we introduce one example of application: Bip4cast (a bipolar disorder CAD system). This paper shows how …

Persistent link: https://www.econbiz.de/10012045755

Assessment of Clinical Decision Support Systems for Predicting Coronary Heart Disease

Mokeddem, Sidahmed; Atmani, Baghdad - In: International Journal of Operations Research and … 7 (2016) 3, pp. 57-73

these approaches and their contributions medical decision support. Coronary artery disease (CAD) touches millions of people … the early detection of CAD is still a challenge for prevention. Although, the early detection of CAD is a prevention … risk of CAD called CADSS. In this paper, the authors describe the characteristics of clinical decision support systems …

Persistent link: https://www.econbiz.de/10012046917

Multiobjective Group Search Optimization Approach for Community Detection in Networks

Arora, Nidhi; Banati, Hema - In: International Journal of Applied Evolutionary … 7 (2016) 3, pp. 50-70

Various evolving approaches have been extensively applied to evolve densely connected communities in complex networks. However these techniques have been primarily single objective optimization techniques, which optimize only a specific feature of the network missing on other important features....

Persistent link: https://www.econbiz.de/10012042701

Detecting Communities in Dynamic Social Networks using Modularity Ensembles SOM

Enugala, Raju; Rajamani, Lakshmi; Kurapati, Sravanthi; … - In: International Journal of Rough Sets and Data Analysis … 5 (2018) 1, pp. 34-43

selection and modularity measure for community strength identification. Experimental results on synthetic network datasets show …

Persistent link: https://www.econbiz.de/10012047399

Statistical Learning Methods for Classification and Prediction of Groundwater Quality Using a Small Data Record

Sakizadeh, Mohamad; Rahmatinia, Hassan - In: International Journal of Agricultural and Environmental … 8 (2017) 4, pp. 37-53

The objective of this study was to consider the efficiency of support vector machine (SVM) and artificial neural network (ANN) for the classification and prediction of groundwater quality using a small data record in Malayer, Iran. For this purpose, 14 groundwater quality variables that had been...

Persistent link: https://www.econbiz.de/10012042780

Statistical and Data Mining Techniques for Understanding Water Quality Profiles in a Mining-Affected River Basin

Simmonds, Jose; Gómez, Juan A.; Ledezma, Agapito - In: International Journal of Agricultural and Environmental … 9 (2018) 2, pp. 1-19

This article contains a multivariate analysis (MV), data mining (DM) techniques and water quality index (WQI) metrics which were applied to a water quality dataset from three water quality monitoring stations in the Petaquilla River Basin, Panama, to understand the environmental stress on the...

Persistent link: https://www.econbiz.de/10012042786

The Location Types of US Retailers

Kuby, Michael; Joseph, Lawrence - In: International Journal of Applied Geospatial Research (IJAGR) 7 (2016) 4, pp. 1-22

This manuscript presents the results of an inductive analysis of the types of locations chosen by US retailers. Using a large cross-sectional database, including fifty US retail chains and over 70,000 store locations, a classification of retail location types is presented using cluster analysis...

Persistent link: https://www.econbiz.de/10012042814

A Common Methodology: Using Cluster Analysis to Identify Organizational Culture across Two Workforce Datasets

Munn, Sunny L. - In: International Journal of Adult Vocational Education and … 7 (2016) 2, pp. 74-87

Organizational structures are comprised of an organizational culture created by the beliefs, values, traditions, policies and processes carried out by the organization. The work-life system in which individuals use work-life initiatives to achieve a work-life balance can be influenced by the...

Persistent link: https://www.econbiz.de/10012043103

An Expanded Assessment of Data Mining Approaches for Analyzing Actuarial Student Success Rate

Olinsky, Alan; Schumacher, Phyllis; Quinn, John - In: International Journal of Business Analytics (IJBAN) 3 (2016) 1, pp. 22-44

One way to enhance the likelihood that more university students will graduate within the specific major that they begin with is to attract the type of students who have typically (historically) done well in that field of study. This paper expands upon a study that utilizes data mining...

Persistent link: https://www.econbiz.de/10012043161

Cluster-Based Smartphone Predictive Analytics for Application Usage and Next Location Prediction

Lu, Xiaoling; Rai, Bharatendra; Zhong, Yan; Li, Yuzhu - In: International Journal of Business Intelligence Research … 9 (2018) 2, pp. 64-80

Prediction of app usage and location of smartphone users is an interesting problem and active area of research. Several smartphone sensors such as GPS, accelerometer, gyroscope, microphone, camera and Bluetooth make it easier to capture user behavior data and use it for appropriate analysis....

Persistent link: https://www.econbiz.de/10012043345